Topics
Topics
Everything we publish on Zazachat - reviews, comparisons, buyers guides, how-tos, explainers and insights - newest first.
Everything we publish, newest first
How we test AI support agents across 40 accuracy checks
See how to test AI support agents with known-answer questions, multi-turn scripts and repeat runs, so accuracy, escalation and hallucination scores…
Read
Do all-in-one support suites beat best-of-breed tools?
Growing support teams often get more usable depth from specialist tools than from a suite. Learn how to weigh feature depth, integration work and team…
Read
Knowledge base software costs: a 20-vendor price audit
See what knowledge base software really costs in 2026: how seats, metered AI and tier-gated features push 20 vendors' bills past their entry prices.
Read
The Support Tool Fit Score: a 6-factor buying framework
Learn how to score customer support tools when comparing vendors: rate six weighted factors, from KPI fit to cost at your volume, and compare fit, not...
Read
What should help desk software cost per agent in 2026?
See what help desk software really costs per agent in 2026, why AI add-ons and resolution fees lift the bill, and how to budget for your team size.
Read
Why the most feature-packed live chat tool rarely wins
The live chat tool with the most features rarely wins. See why routing, reliability and cost at your team size matter more, and what to test instead.
Read
Help desk migration: 7 things that break when you switch
Tickets usually move cleanly in a help desk switch. See why custom fields, macros, attachments, history, integrations, SLAs and routing break, and how to…
Read
Chatbot vs AI Support Agent: What Actually Differs
A chatbot answers questions; an AI support agent decides and acts in your systems. Learn how the difference changes deflection, cost and disclosure duties.
Read
Outcome-based support pricing: how the shift rolls out by 2027
Outcome-based support pricing will spread through 2027, but it stalls where buyers can't audit what counts as a resolution. Here's what to check first.
Read
Per-seat support pricing: what the per-agent model hides
Per-seat support pricing charges an occasional responder the same as a full-time agent; see what the per-agent model hides and how AI meters change the…
Read
Will an AI support agent deflect your tickets? The 30% test
Before you buy an AI support agent, tag a month of tickets by type: if repetitive questions are under 30% of volume, fixing your help center pays back…
Read
Data export lock-in: the support contract clause to check
Built-in help desk exports can drop threads, notes and attachments, so learn which data-return terms on format, completeness and fees decide switching…
Read
Best live chat software for support teams, tested in 2026
Choose live chat software on routing and reporting, not widget design, with team-fit picks, seat and AI resolution costs, and checks to run in a free…
Read
Light agent seats: which help desk actions trigger a full license
Replying to customers, not reading or adding internal notes, is what usually pushes an occasional helper onto a paid help desk seat. See the permission…
Read
Price an AI copilot add-on per active agent, not per seat
All-seat copilot add-ons can double the real cost per active agent. See the formula, per-seat versus credit trade-offs, and when per-resolution pricing…
Read
Keep your WhatsApp Business number when you switch support tools
A WhatsApp Business number moves with its display name, quality rating and limits, but chats, templates and automations need a plan before you switch…
Read
Vendor terms leave your AI agent's wrong promises on your bill
Your company pays when its AI support agent promises something wrong. See what vendor terms leave out, what insurance covers and which controls to set…
Read
An away agent's assigned emails can sit while SLA clocks run
An away agent's assigned emails can sit while SLA clocks run. Use this decision tree for new emails, open threads and customer replies to stop silent…
Read
WhatsApp support replies get billed from October 1, 2026: the math
Meta now bills WhatsApp support replies past 1,000 free per number a month. See per-message rates by market, provider fees and worked monthly cost…
Read
The Metric Continuity Map for switching help desk software
Will your support metrics change if you switch help desk software? Learn why FRT and CSAT drift by definition and how to map 6 metrics before cutover.
Read
Freeze a 20-case regression set before editing your AI prompt
Spot-checks miss silent regressions. Learn how to build a frozen 20-case regression set and rerun it after every prompt, knowledge-base or model change.
Read
The confidence threshold that decides AI answer or human handoff
Learn where to set an AI support agent's handoff confidence threshold, why model scores run high, and which rules should send customers to a human first.
Read
Right article, wrong answer: where AI support agents break
45% of AI queries produce errors even from correct sources. Learn to diagnose retrieval vs generation failures and fix your AI support agent today.
Read
We asked 15 support tools for a full data export
We tested 15 support tools' data exports - 5 dropped attachments, 4 lost internal notes. See which tools passed and run your own export test today.
Read